A-Spline Regression for Fitting a Nonparametric Regression Function with Censored Data

A-Spline Regression for Fitting a Nonparametric Regression Function with Censored Data

This paper aims to solve the problem of fitting a nonparametric regression function with right-censored data. In general, issues of censorship in the response variable are solved by synthetic data transformation based on the Kaplan–Meier estimator in the literature. In the context of synthetic data,...

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Bibliographic Details
Main Authors: Ersin Yılmaz, Syed Ejaz Ahmed, Dursun Aydın
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Stats
Subjects:
adaptive splines
nonparametric regression
right-censored data
synthetic data transformation
Online Access:https://www.mdpi.com/2571-905X/3/2/11

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